TU Delft researchers will build a model to analyse Hitachi’s data gathered from sensors monitoring the performance of pumps, cylinders and brakes in dump trucks working in tough environments.
Daan van Berkel, HCME’s manager for mining, said: “We will be able to plan when a truck needs to come into the workshop more precisely, and order any parts that may be required ahead of time.
“Moreover, addressing potential problems before they occur reduces the risk of a major issue that could also damage other parts and put a machine out of action for weeks.”
Malihe Goli, from TU Delft’s Department of Geoscience and Engineering, said: “Access to large-scale, real-world datasets – including detailed failure records, maintenance logs, and sensor measurements – has enabled the development of accurate, data-driven models for component degradation.”
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